Abstract
Sensory perception is a neurophysiological process through which human beings interact with and interpret information from the external environment. This process is mediated through complicated internal psychological mechanisms that cannot be easily duplicated by instruments. In this chapter, we explore the relationships between texture stimulus and the perception of rheological phenomena. We also consider some specific aspects of psychophysics, such as the perception of liquid thickness versus viscosity, as well as perception of grittiness versus particle characteristics. We conclude by recognizing the present limitations of psychophysics.
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Abdouni, A., Moreau, G., Vargiolu, R., & Zahouani, H. (2018). Static and active tactile perception and touch anisotropy: Aging and gender effect. Scientific Reports, 8, 1–11.
Akhtar, M., Murray, B. S., & Dickinson, E. (2006). Perception of creaminess of model oil-in-water dairy emulsions: Influence of the shear-thinning nature of a viscosity-controlling hydrocolloid. Food Hydrocolloids, 20, 839–847.
Algom, D. (2021). The Weber–Fechner law: A misnomer that persists but that should go away. Psychological Review, 128, 757.
Andablo-Reyes, E., Bryant, M., Neville, A., Hyde, P., Sarkar, R., Francis, M., & Sarkar, A. (2020). 3D biomimetic tongue-emulating surfaces for tribological applications. ACS Applied Materials & Interfaces, 12, 49371–49385.
Arakawa, N., Saito, N., & Okamoto, S. (2022). Less frictional skin feels softer in a tribologically paradoxical manner. IEEE Access.
Arancibia, C., Costell, E., & Bayarri, S. (2013). Impact of structural differences on perceived sweetness in semisolid dairy matrices. Journal of Texture Studies, 44, 346–356.
ASTM E1958-20. (2006). Standard guide for sensory claim substantiation. ASTM International.
Bartolozzi, C., Indiveri, G., & Donati, E. (2022). Embodied neuromorphic intelligence. Nature Communications, 13, 1024.
Bensmaia, S. (2016). Texture from touch. In Scholarpedia of touch (pp. 207–215). Atlantis Press.
Bergmann Tiest, W. M., & Kappers, A. M. (2014). Physical aspects of softness perception. Springer.
Bikos, D., Samaras, G., Cann, P., Masen, M., Hardalupas, Y., Charalambides, M., Hartmann, C., German, J., & Vieira, J. (2022). Effect of structure on the mechanical and physical properties of chocolate considering time scale phenomena occurring during oral processing. Food Structure, 31, 100244.
Blok, A. E., Bolhuis, D. P., & Stieger, M. (2020). Contributions of viscosity and friction properties to oral and haptic texture perception of iced coffees. Food & Function, 11, 6446–6457.
Blok, A. E., Bolhuis, D. P., Kibbelaar, H. V., Bonn, D., Velikov, K. P., & Stieger, M. (2021). Comparing rheological, tribological and sensory properties of microfibrillated cellulose dispersions and xanthan gum solutions. Food Hydrocolloids, 121, 107052.
Bodegård, A., Geyer, S., Grefkes, C., Zilles, K., & Roland, P. E. (2001). Hierarchical processing of tactile shape in the human brain. Neuron, 31, 317–328.
Bogdanov, V., Reinhard, J., Mcglone, F., Haehner, A., Simons, C. T., & Hummel, T. (2021). Oral somatosensory sensitivity in patients with taste disturbance. The Laryngoscope, 131, 2572–2577.
Bolenz, S., Meier, J., & Schäpe, R. (2000). Sensorische parameter im Fokus. Zucker Susswarenwirtschaft, 53, 309–314.
Bourne, M. (2002). Food texture and viscosity: Concept and measurement. Elsevier.
Breen, S. P., Etter, N. M., Ziegler, G. R., & Hayes, J. E. (2019). Oral somatosensatory acuity is related to particle size perception in chocolate. Scientific Reports, 9, 7437.
Brockhoff, P. B., De Sousa Amorim, I., Kuznetsova, A., Bech, S., & De Lima, R. R. (2016). Delta-tilde interpretation of standard linear mixed model results. Food Quality and Preference, 49, 129–139.
Camacho, S., Dop, M., De Graaf, C., & Stieger, M. (2015). Just noticeable differences and weber fraction of oral thickness perception of model beverages. Journal of Food Science, 80, S1583–S1588.
Carpenter, C. W., Dhong, C., Root, N. B., Rodriquez, D., Abdo, E. E., Skelil, K., Alkhadra, M. A., Ramírez, J., Ramachandran, V. S., & Lipomi, D. J. (2018). Human ability to discriminate surface chemistry by touch. Materials Horizons, 5, 70–77.
Case, L. K., Laubacher, C. M., Olausson, H., Wang, B., Spagnolo, P. A., & Bushnell, M. C. (2016). Encoding of touch intensity but not pleasantness in human primary somatosensory cortex. Journal of Neuroscience, 36, 5850–5860.
Cattaneo, C., Liu, J., Bech, A. C., Pagliarini, E., & Bredie, W. L. (2020). Csross-cultural differences in lingual tactile acuity, taste sensitivity phenotypical markers, and preferred oral processing behaviors. Food Quality and Preference, 80, 103803.
Cavdan, M., Doerschner, K., & Drewing, K. (2021). Task and material properties interactively affect softness explorations along different dimensions. IEEE Transactions on Haptics, 14, 603–614.
Cazzolla, A., Lovero, R., Brescia, V., Contini, R., Santacroce, L., Di Cosola, M., Dioguardi, M., Crincoli, V., Pepe, M., & Ciavarella, D. (2022). Alteration of the perception of cold, heat and texture of food in association with taste dysfunction in COVID-19. Journal of Biological Regulators and Homeostatic Agents, 36, 281–293.
Chen, J. (2014). Food oral processing: Some important underpinning principles of eating and sensory perception. Food Structure, 1, 91–105.
Chen, J. (2020). It is important to differentiate sensory property from the material property. Trends in Food Science & Technology, 96, 268–270.
Chen, J., & Stokes, J. R. (2012). Rheology and tribology: Two distinctive regimes of food texture sensation. Trends in Food Science & Technology, 25, 4–12.
Chen, J., Tian, S., Wang, X., Mao, Y., & Zhao, L. (2021). The Stevens law and the derivation of sensory perception. Journal of Future Foods, 1, 82–87.
Chen, S., Li, K., Qiao, X., Ru, W., & Xu, L. (2023). Tactile perception of fractal surfaces: an EEG-fNIRS study. Tribology International, 108266.
Chojnicka-Paszun, A., De Jongh, H., & De Kruif, C. (2012). Sensory perception and lubrication properties of milk: Influence of fat content. International Dairy Journal, 26, 15–22.
Colbert, S. E., Triplett, C. S., & Maier, J. X. (2022). The role of viscosity in flavor preference: Plasticity and interactions with taste. Chemical Senses, 47, bjac018.
Colijn, I., Ash, A., Dufauret, M., Loussert-Fonta, C., Leser, M. E., Wilde, P. J., & Wooster, T. J. (2022). Colloidal dynamics of emulsion droplets in mouth. Journal of Colloid and Interface Science, 620, 153–167.
Connor, C. E., & Johnson, K. O. (1992). Neural coding of tactile texture: comparison of spatial and temporal mechanisms for roughness perception. Journal of Neuroscience, 12, 3414–3426.
Conroy, P. M., O’sullivan, M. G., Hamill, R. M., & Kerry, J. P. (2017). Sensory capability of young, middle-aged and elderly Irish assessors to identify beef steaks of varying texture. Meat Science, 132, 125–130.
Cook, D. J., Linforth, R. S., & Taylor, A. J. (2003). Effects of hydrocolloid thickeners on the perception of savory flavors. Journal of Agricultural and Food Chemistry, 51, 3067–3072.
Cutler, A. N., Morris, E. R., & Taylor, L. J. (1983). Oral Perception of Viscosity in Fluid Foods and Model Systems. Journal of Texture Studies, 14, 377–395.
De Araujo, I. E., & Rolls, E. T. (2004). Representation in the human brain of food texture and oral fat. Journal of Neuroscience, 24, 3086–3093.
De Wijk, R. A., & Prinz, J. F. (2005). The role of friction in perceived oral texture. Food Quality and Preference, 16, 121–129.
Deblais, A., Hollander, E. D., Boucon, C., Blok, A. E., Veltkamp, B., Voudouris, P., Versluis, P., Kim, H.-J., Mellema, M., & Stieger, M. (2021). Predicting thickness perception of liquid food products from their non-Newtonian rheology. Nature Communications, 12, 1–7.
Do, T. A., Hargreaves, J., Wolf, B., Hort, J., & Mitchell, J. (2007). Impact of particle size distribution on rheological and textural properties of chocolate models with reduced fat content. Journal of Food Science, 72, E541–E552.
Donini, L. M., Savina, C., & Cannella, C. (2003). Eating habits and appetite control in the elderly: The anorexia of aging. International Psychogeriatrics, 15, 73–87.
Engelen, L. (2018). Oral processing: Implications for consumer choice and preferences. In Methods in consumer research, Volume 1. Elsevier.
Feron, G., & Poette, J. (2013). In-mouth mechanism leading to the perception of fat in humans: From detection to preferences. The particular role of saliva. Oléagineux, Corps Gras, Lipides, 20, 102–107.
Fiszman, S., & Damasio, M. (2000). Instrumental measurement of adhesiveness in solid and semi-solid foods. A survey. Journal of Texture Studies, 31, 69–91.
Forde, C. G., & Bolhuis, D. (2022). Interrelations between food form, texture, and matrix influence energy intake and metabolic responses. Current Nutrition Reports, 11, 1–9.
Foster, K. D., Grigor, J. M., Cheong, J. N., Yoo, M. J., Bronlund, J. E., & Morgenstern, M. P. (2011). The role of oral processing in dynamic sensory perception. Journal of Food Science, 76, R49–R61.
Friedman, R. M., Hester, K. D., Green, B. G., & Lamotte, R. H. (2008). Magnitude estimation of softness. Experimental Brain Research, 191, 133–142.
Fuhrmann, P., Sala, G., Stieger, M., & Scholten, E. (2020). Effect of oil droplet inhomogeneity at different length scales on mechanical and sensory properties of emulsion-filled gels: Length scale matters. Food Hydrocolloids, 101, 105462.
Furukawa, N., Ito, Y., Tanaka, Y., Ito, W., & Hattori, Y. (2019). Preliminary exploration for evaluating acuity of oral texture perception. Journal of Texture Studies, 50, 217–223.
Gallace, A., & Spence, C. (2014). In touch with the future: The sense of touch from cognitive neuroscience to virtual reality. OUP Oxford.
Gao, J., Xu, J., Guo, X., Deng, Y., & Feng, J. (2023). Local image descriptor developed from Fechner’s law. Journal of Electronic Imaging, 32, 013037.
Gomez-Ramirez, M., Hysaj, K., & Niebur, E. (2016). Neural mechanisms of selective attention in the somatosensory system. Journal of Neurophysiology, 116, 1218–1231.
Grabenhorst, F., & Rolls, E. T. (2014). The representation of oral fat texture in the human somatosensory cortex. Human Brain Mapping, 35, 2521–2530.
Grabenhorst, F., Rolls, E. T., Parris, B. A., & D’Souza, A. A. (2010). How the brain represents the reward value of fat in the mouth. Cerebral Cortex, 20, 1082–1091.
Guinard, J.-X., & Mazzucchelli, R. (1996). The sensory perception of texture and mouthfeel. Trends in Food Science & Technology, 7, 213–219.
Guinard, J. X., & Mazzucchelli, R. (1999). Effects of sugar and fat on the sensory properties of milk chocolate: Descriptive analysis and instrumental measurements. Journal of the Science of Food and Agriculture, 79, 1331–1339.
Gunasekaran, S., & Ak, M. M. (2000). Dynamic oscillatory shear testing of foods—Selected applications. Trends in Food Science & Technology, 11, 115–127.
Hadde, E. K., Cichero, J. A. Y., Zhao, S., Chen, W., & Chen, J. (2019). The importance of extensional rheology in bolus control during swallowing. Scientific Reports, 9, 1–10.
Haedelt, J., Beckett, S., & Niranjan, K. (2007). Bubble-included chocolate: Relating structure with sensory response. Journal of Food Science, 72, E138–E142.
Hanson, B., Jamshidi, R., Redfearn, A., Begley, R., & Steele, C. M. (2019). Experimental and computational investigation of the IDDSI flow test of liquids used in dysphagia management. Annals of Biomedical Engineering, 47, 2296–2307.
He, Q., Hort, J., & Wolf, B. (2016). Predicting sensory perceptions of thickened solutions based on rheological analysis. Food Hydrocolloids, 61, 221e232.
Henderson, J., Mari, T., Hopkinson, A., Byrne, A., Hewitt, D., Newton-Fenner, A., Giesbrecht, T., Marshall, A., Stancak, A., & Fallon, N. (2022). Neural correlates of texture perception during active touch. Behavioural Brain Research, 429, 113908.
Howes, P. D., Wongsriruksa, S., Laughlin, Z., Witchel, H. J., & Miodownik, M. (2014). The perception of materials through oral sensation. PLoS One, 9, e105035.
Hu, J., Andablo-Reyes, E., Soltanahmadi, S., & Sarkar, A. (2020). Synergistic microgel-reinforced hydrogels as high-performance lubricants. ACS Macro Letters, 9, 1726–1731.
Huang, F.-Y., Sutcliffe, M. P., & Grabenhorst, F. (2021). Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys. Proceedings of the National Academy of Sciences, 118, e2101954118.
Ibañez, F. C., Gómez, I., Merino, G., & Beriain, M. J. (2019). Textural characteristics of safe dishes for dysphagic patients: A multivariate analysis approach. International Journal of Food Properties, 22, 593–606.
Janani, R., Tan, V. W. K., Goh, A. T., Choy, M. J. Y., Lim, A. J., Teo, P. S., Stieger, M., & Forde, C. G. (2022). Independent and combined impact of texture manipulation on oral processing behaviours among faster and slower eaters. Food & Function, 13, 9340–9354.
Johnson, K. O., Hsiao, S. S., & Yoshioka, T. (2002). Neural coding and the basic law of psychophysics. The Neuroscientist, 8, 111–121.
Kadohisa, M., Rolls, E. T., & Verhagen, J. V. (2005). Neuronal representations of stimuli in the mouth: The primate insular taste cortex, orbitofrontal cortex and amygdala. Chemical Senses, 30, 401–419.
Ketel, E. C., De Wijk, R. A., De Graaf, C., & Stieger, M. (2022). Effect of cross-cultural differences on thickness, firmness and sweetness sensitivity. Food Research International, 152, 109890.
Kim, J., Yeon, J., Ryu, J., Park, J.-Y., Chung, S.-C., & Kim, S.-P. (2017). Neural activity patterns in the human brain reflect tactile stickiness perception. Frontiers in Human Neuroscience, 11, 445.
Kim, J., Bülthoff, I., & Bülthoff, H. H. (2020). Cortical representation of tactile stickiness evoked by skin contact and glove contact. Frontiers in Integrative Neuroscience, 14, 19.
Klatzky, R. L., & Lederman, S. J. (2010). Multisensory texture perception. In Multisensory object perception in the primate brain. Springer.
Koç, H., Vinyard, C., Essick, G., & Foegeding, E. (2013). Food oral processing: Conversion of food structure to textural perception. Annual Review of Food Science and Technology, 4, 237–266.
Kokini, J., & Cussler, E. (1987). The psychophysics of fluid food texture. Food texture-instrumental and sensory measurement. Marcel Dekker.
Komiyama, O., Kawara, M., & De Laat, A. (2007). Ethnic differences regarding tactile and pain thresholds in the trigeminal region. The Journal of Pain, 8, 363–369.
Kongjaroen, A., Methacanon, P., Seetapan, N., Fuongfuchat, A. Gamonpilas C., & Nishinari, K. (2022). Effects of dispersing media on the shear and extensional rheology of xanthan gum and guar gum-based thickeners used for dysphagia management. Food Hydrocolloids, 107857
Kremer, S., Bult, J. H., Mojet, J., & Kroeze, J. H. (2007). Food perception with age and its relationship to pleasantness. Chemical Senses, 32, 591–602.
Laguna, L., Farrell, G., Bryant, M., Morina, A., & Sarkar, A. (2017). Relating rheology and tribology of commercial dairy colloids to sensory perception. Food & Function, 8, 563–573.
Lamp, G., Goodin, P., Palmer, S., Low, E., Barutchu, A., & Carey, L. M. (2019). Activation of bilateral secondary somatosensory cortex with right hand touch stimulation: A meta-analysis of functional neuroimaging studies. Frontiers in Neurology, 9, 1129.
Lavoisier, A., Avila-Sierra, A., Timpe, C., Kuehl, P., Wagner, L., Tournier, C., & Ramaioli, M. (2022). A novel soft robotic pediatric in vitro swallowing device to gain insights into the swallowability of mini-tablets. International Journal of Pharmaceutics, 629, 122369.
Lawless, H. T., & Heymann, H. (2010). Sensory evaluation of food: Principles and practices. Springer.
Le Berre, E., Béno, N., Ishii, A., Chabanet, C., Etievant, P., & Thomas-Danguin, T. (2008). Just noticeable differences in component concentrations modify the odor quality of a blending mixture. Chemical Senses, 33, 389–395.
Lee, Y., Jee Bin, Y., Kang, D., Yi, H., & Saakes, D. (2019). Designing internal structure of chocolate and its effect on food texture. In Companion publication of the 2019 on designing interactive systems conference 2019 companion (pp. 231–235).
Li, Z., & Kleinstreuer, C. (2007). A comparison between different asymmetric abdominal aortic aneurysm morphologies employing computational fluid–structure interaction analysis. European Journal of Mechanics - B/Fluids, 26, 615–631.
Lie-Piang, A., Braconi, N., Boom, R. M., & Van Der Padt, A. (2021). Less refined ingredients have lower environmental impact–a life cycle assessment of protein-rich ingredients from oil-and starch-bearing crops. Journal of Cleaner Production, 292, 126046.
Lie-Piang, A., Garre, A., Nissink, T., Van Beek, N., Van Der Padt, A., & Boom, R. (2022a). Machine learning to quantify techno-functional properties-a case study for gel stiffness with pea ingredients. Innovative Food Science & Emerging Technologies, 103242.
Lie-Piang, A., Möller, A. C., Köllmann, N., Garre, A., Boom, R., & Van Der Padt, A. (2022b). Functionality-driven food product formulation–An illustration on selecting sustainable ingredients building viscosity. Food Research International, 152, 110889.
Linander, C. B., Christensen, R. H. B., Cleaver, G., & Brockhoff, P. B. (2019). Individual differences in replicated multi-product experiments with Thurstonian mixed models for binary paired comparison data. Food Quality and Preference, 75, 220–229.
Liu, J., Cattaneo, C., Papavasileiou, M., Methven, L., & Bredie, W. L. (2022). A review on oral tactile acuity: Measurement, influencing factors and its relation to food perception and preference. Food Quality and Preference, 104624.
Long, K. H., Lieber, J. D., & Bensmaia, S. J. (2022). Texture is encoded in precise temporal spiking patterns in primate somatosensory cortex. Nature Communications, 13, 1–12.
Lv, Z., Chen, J., & Holmes, M. (2017). Human capability in the perception of extensional and shear viscosity. Journal of Texture Studies, 48, 463–469.
Lv, C., Lou, L., Mosca, A. C., Wang, X., Yang, N., & Chen, J. (2020). Effect of tongue temperature on oral tactile sensitivity and viscosity discrimination. Food Hydrocolloids, 102, 105578.
Ma, T., & Chen, J. (2023). Capacity of oral emulsification determines the threshold of greasiness sensation. Food Hydrocolloids, 137, 108378.
Makame, J., De Kock, H., & Emmambux, N. M. (2020). Nutrient density of common African indigenous/local complementary porridge samples. LWT, 133, 109978.
Mantilla, S. M. O., Shewan, H. M., Shingleton, R., Stokes, J. R., & Smyth, H. E. (2020). Ability to detect and identify the presence of particles influences consumer acceptance of yoghurt. Food Quality and Preference, 85, 103979.
Mantilla, S. M. O., Shewan, H. M., Shingleton, R., Hort, J., Stokes, J. R., & Smyth, H. E. (2022). Oral physiology, sensory acuity, product experience and personality traits impact consumers’ ability to detect particles in yoghurt. Food Quality and Preference, 96, 104391.
Marschallek, B. E., Löw, A., & Jacobsen, T. (2023). You can touch this! Brain correlates of aesthetic processing of active fingertip exploration of material surfaces. Neuropsychologia, 182, 108520.
Mcbride, R. L. (1983). A JND-scale/category-scale convergence in taste. Perception & Psychophysics, 34, 77–83.
Mcglone, F., Olausson, H., Boyle, J. A., Jones-Gotman, M., Dancer, C., Guest, S., & Essick, G. (2012). Touching and feeling: Differences in pleasant touch processing between glabrous and hairy skin in humans. European Journal of Neuroscience, 35, 1782–1788.
Mcglone, F., Wessberg, J., & Olausson, H. (2014). Discriminative and affective touch: Sensing and feeling. Neuron, 82, 737–755.
Mertens, A., Mertens, U. K., & Lerche, V. (2021). On the difficulty to think in ratios: A methodological bias in Stevens’ magnitude estimation procedure. Attention, Perception, & Psychophysics, 83, 2347–2365.
Messaoud, W. B., Bueno, M.-A., & Lemaire-Semail, B. (2016). Relation between human perceived friction and finger friction characteristics. Tribology International, 98, 261–269.
Metzner, A. (1985). Rheology of suspensions in polymeric liquids. Journal of Rheology, 29, 739–775.
Miles, B. L., Wu, Z., Kennedy, K. S., Zhao, K., & Simons, C. T. (2022). Elucidation of a lingual detection mechanism for high-viscosity solutions in humans. Food & Function, 13, 64–75.
Miller, E. K., & Cohen, J. D. (2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24, 167–202.
Mills, T., Koay, A., & Norton, I. T. (2013). Fluid gel lubrication as a function of solvent quality. Food Hydrocolloids, 32, 172–177.
Miodownik, M. A. (2007). Toward designing new sensoaesthetic materials. Pure and Applied Chemistry, 79, 1635–1641.
Morell, P., Chen, J., & Fiszman, S. (2017). The role of starch and saliva in tribology studies and the sensory perception of protein-added yogurts. Food & Function, 8, 545–553.
Morley, J. E. (2001). Decreased food intake with aging. The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 56, 81–88.
Moskowitz, H. R. (2020). Commercial product design: Psychophysics, systematics, and emerging opportunities. In Handbook of eating and drinking: Interdisciplinary perspectives (pp. 1577–1597). Springer.
Nadal, M. (2013). The experience of art: Insights from neuroimaging. Progress in Brain Research, 204, 135–158.
Nagata, S., Kim, S.-H., Mizushima, Y., & Norii, T. (2018). Airway obstruction due to sticky rice cake (mochi): A case series and review of the literature. International Journal of Emergency Medicine, 11, 1–4.
Nishinari, K. (2004). Rheology, food texture and mastication. Journal of Texture Studies, 35, 113–124.
Nishinari, K., Hayakawa, F., Xia, C. F., Huang, L., Meullenet, J. F., & Sieffermann, J. M. (2008). Comparative study of texture terms: English, French, Japanese and Chinese. Journal of Texture Studies, 39, 530–568.
Niu, M., & Lo, C.-H. (2022). Do we see rendered surface materials differently in virtual reality? A psychophysics-based investigation. Virtual Reality, 26, 1–15.
Olausson, H., Cole, J., Rylander, K., Mcglone, F., Lamarre, Y., Wallin, B. G., Krämer, H., Wessberg, J., Elam, M., & Bushnell, M. C. (2008). Functional role of unmyelinated tactile afferents in human hairy skin: Sympathetic response and perceptual localization. Experimental Brain Research, 184, 135–140.
Ong, J. J.-X., Steele, C. M., & Duizer, L. M. (2018). Sensory characteristics of liquids thickened with commercial thickeners to levels specified in the International Dysphagia Diet Standardization Initiative (IDDSI) framework. Food Hydrocolloids, 79, 208–217.
Paul, V., Tripathi, A. D., Agarwal, A., Kumar, P., & Rai, D. C. (2022). Tribology–Novel oral processing tool for sensory evaluation of food. LWT, 160, 113270.
Pellegrino, R., Jones, J. D., Shupe, G. E., & Luckett, C. R. (2019). Sensitivity to viscosity changes and subsequent estimates of satiety across different senses. Appetite, 133, 101–106.
Pellegrino, R., Mcnelly, C., & Luckett, C. (2021). Subjective touch sensitivity leads to behavioral shifts in oral food texture sensitivity and awareness. Scientific Reports, 11, 1–9.
Peng, Y., Serfass, C. M., Kawazoe, A., Shao, Y., Gutierrez, K., Hill, C. N., Santos, V. J., Visell, Y., & Hsiao, L. C. (2021). Elastohydrodynamic friction of robotic and human fingers on soft micropatterned substrates. Nature Materials, 20, 1707–1711.
Perini, I., Olausson, H., & Morrison, I. (2015). Seeking pleasant touch: Neural correlates of behavioral preferences for skin stroking. Frontiers in Behavioral Neuroscience, 9, 8.
Peyronel, F., & Pink, D. A. (2021). Using USAXS to predict the under-tempered chocolate microstructure. Food Research International, 143, 110224.
Post, R. A., Blijlevens, J., Hekkert, P., Saakes, D., & Arango, L. (2023). Why we like to touch: Consumers’ tactile esthetic appreciation explained by a balanced combination of unity and variety in product designs. Psychology & Marketing, 40, 1249.
Preuschhof, C., Heekeren, H. R., Taskin, B., Schubert, T., & Villringer, A. (2006). Neural correlates of vibrotactile working memory in the human brain. Journal of Neuroscience, 26, 13231–13239.
Puleo, S., Masi, P., Cavella, S., & Di Monaco, R. (2021a). Oral sensitivity to flowability and food neophobia drive food preferences and choice. Food, 10, 1024.
Puleo, S., Valentino, M., Masi, P., & Di Monaco, R. (2021b). Hardness sensitivity: Are old, young, female and male subjects all equally sensitive? Food Quality and Preference, 90, 104118.
Rauh, C., Singh, J., Nagel, M., & Delgado, A. (2012). Objective analysis and prediction of texture perception of yoghurt by hybrid neuro-numerical methods. International Dairy Journal, 26, 2–14.
Renard, D., Van De Velde, F., & Visschers, R. W. (2006). The gap between food gel structure, texture and perception. Food Hydrocolloids, 20, 423–431.
Riantiningtyas, R., Giboreau, A., Bruyas, A., Dougkas, A., Kwiecien, C., Carrouel, F., Pouyet, V., & Bredie, W. L. (2022). Oral-somatosensory alterations in head & neck cancer patients and food intake. Current Developments in Nutrition, 6, 252–252.
Rohm, H. A., & Raaber, S. U. (1992). Difference thresholds in texture evaluation of edible fats: Firmness and spreadability. Journal of Food Science, 57, 647–650.
Roininen, K., Fillion, L., Kilcast, D., & Lähteenmäki, L. (2003). Perceived eating difficulties and preferences for various textures of raw and cooked carrots in young and elderly subjects. Journal of Sensory Studies, 18, 437–451.
Rolls, E. T. (2020). The texture and taste of food in the brain. Journal of Texture Studies, 51, 23–44.
Rolls, E. T. (2021). The orbitofrontal cortex, food reward, body weight and obesity. Social Cognitive and Affective Neuroscience.
Rolls, E. T., Mills, T., Norton, A. B., Lazidis, A., & Norton, I. T. (2018). The neuronal encoding of oral fat by the coefficient of sliding friction in the cerebral cortex and amygdala. Cerebral Cortex, 28, 4080–4089.
Rosenthal, A. J. (1999). Relation between instrumental and sensory measures of food texture. In Food texture: Measurement and perception (pp. 1–17). Routledge.
Rovers, T. A., Sala, G., Van Der Linden, E., & Meinders, M. B. (2016). Potential of microbubbles as fat replacer: Effect on rheological, tribological and sensorial properties of model food systems. Journal of Texture Studies, 47, 220–230.
Santagiuliana, M., Marigómez, I. S., Broers, L., Hayes, J. E., Piqueras-Fiszman, B., Scholten, E., & Stieger, M. (2019). Exploring variability in detection thresholds of microparticles through participant characteristics. Food & Function, 10, 5386–5397.
Santagiuliana, M., Broers, L., Marigómez, I. S., Stieger, M., Piqueras-Fiszman, B., & Scholten, E. (2020). Strategies to compensate for undesired gritty sensations in foods. Food Quality and Preference, 81, 103842.
Schädle, C. N., Bader-Mittermaier, S., & Sanahuja, S. (2022). Characterization of reduced-fat mayonnaise and comparison of sensory perception, rheological, tribological, and textural analyses. Food, 11, 806.
Schifferstein, H. N., Kudrowitz, B. M., & Breuer, C. (2020). Food perception and aesthetics-linking sensory science to culinary practice. Journal of Culinary Science & Technology, 1–43.
Schiffman, S. S. (1993). Perception of taste and smell in elderly persons. Critical Reviews in Food Science and Nutrition, 33, 17–26.
Schimmel, M., Voegeli, G., Duvernay, E., Leemann, B., & Müller, F. (2017). Oral tactile sensitivity and masticatory performance are impaired in stroke patients. Journal of Oral Rehabilitation, 44, 163–171.
Schuman, C. D., Kulkarni, S. R., Parsa, M., Mitchell, J. P., Date, P., & Kay, B. (2022). Opportunities for neuromorphic computing algorithms and applications. Nature Computational Science, 2, 10–19.
Servais, C., Jones, R., & Roberts, I. (2002). The influence of particle size distribution on the processing of food. Journal of Food Engineering, 51, 201–208.
Sherman, P. (1969). A texture profile of foodstuffs based upon well-defined rheological properties. Journal of Food Science, 34, 458–462.
Shibata, A., Ikegami, A., Nakauma, M., & Higashimori, M. (2017). Convolutional neural network based estimation of gel-like food texture by a robotic sensing system. Robotics, 6, 37.
Singham, P., Birwal, P., & Yadav, B. (2015). Importance of objective and subjective measurement of food quality and their inter-relationship. Journal of Food Processing & Technology, 6, 1.
Skedung, L., El Rawadi, C., Arvidsson, M., Farcet, C., Luengo, G. S., Breton, L., & Rutland, M. W. (2018). Mechanisms of tactile sensory deterioration amongst the elderly. Scientific Reports, 8, 1–10.
Smith, C. H., Logemann, J. A., Burghardt, W. R., Zecker, S. G., & Rademaker, A. W. (2006). Oral and oropharyngeal perceptions of fluid viscosity across the age span. Dysphagia, 21, 209–217.
Snyder, D. J., Prescott, J., & Bartoshuk, L. M. (2006). Modern psychophysics and the assessment of human oral sensation. Taste and Smell, 63, 221–241.
Soltanahmadi, S., Bryant, M., & Sarkar, A. (2023). Insights into the multiscale lubrication mechanism of edible phase change materials. ACS Applied Materials & Interfaces, 15, 3699–3712.
Souto, A., Zhang, J., Aragón, A. M., Velikov, K. P., & Coulais, C. (2022). Edible mechanical metamaterials with designed fracture for mouthfeel control. Soft Matter, 18, 2910–2919.
Spence, C., & Gallace, A. (2011). Multisensory design: Reaching out to touch the consumer. Psychology & Marketing, 28, 267–308.
Spitzer, B., Wacker, E., & Blankenburg, F. (2010). Oscillatory correlates of vibrotactile frequency processing in human working memory. Journal of Neuroscience, 30, 4496–4502.
Srivastava, R., Mantelet, M., Saint-Eve, A., Gennisson, J.-L., Restagno, F., Souchon, I., & Mathieu, V. (2021). Ultrasound monitoring of a deformable tongue-food gel system during uniaxial compression–An in vitro study. Innovative Food Science & Emerging Technologies, 70, 102695.
Steele, C. M., James, D. F., Hori, S., Polacco, R. C., & Yee, C. (2014). Oral perceptual discrimination of viscosity differences for non-newtonian liquids in the nectar-and honey-thick ranges. Dysphagia, 29, 355–364.
Stevens, S. S. (1961). To Honor Fechner and repeal his law: A power function, not a log function, describes the operating characteristic of a sensory system. Science, 133, 80–86.
Stevens, S., & Guirao, M. (1964). Scaling of apparent viscosity. Science, 144, 1157–1158.
Strassburg, J., Burbidge, A., & Hartmann, C. (2009). Identification of tactile mechanisms for the evaluation of object sizes during texture perception. Food Quality and Preference, 20, 329–334.
Tao, K., Yu, W., Prakash, S., & Gilbert, R. G. (2020). Investigating cooked rice textural properties by instrumental measurements. Food Science and Human Wellness, 9, 130–135.
Theocharidou, A., Ahmad, M., Petridis, D., Vasiliadou, C., Chen, J., & Ritzoulis, C. (2021). Sensory perception of guar gum-induced thickening: Correlations with rheological analysis. Food Hydrocolloids, 111, 106246.
Thomazo, J.-B., Contreras Pastenes, J., Pipe, C. J., Le Révérend, B., Wandersman, E., & Prevost, A. M. (2019). Probing in-mouth texture perception with a biomimetic tongue. Journal of the Royal Society Interface, 16, 20190362.
Tobin, A. B., Mihnea, M., Hildenbrand, M., Miljkovic, A., Garrido-Bañuelos, G., Xanthakis, E., & Lopez-Sanchez, P. (2020). Bolus rheology and ease of swallowing of particulated semi-solid foods as evaluated by an elderly panel. Food & Function, 11, 8648–8658.
Tomlinson, S., Lewis, R., Liu, X., Texier, C., & Carré, M. (2011). Understanding the friction mechanisms between the human finger and flat contacting surfaces in moist conditions. Tribology Letters, 41, 283–294.
Tunick, M. H., Onwulata, C. I., Thomas, A. E., Phillips, J. G., Mukhopadhyay, S., Sheen, S., Liu, C.-K., Latona, N., Pimentel, M. R., & Cooke, P. H. (2013). Critical evaluation of crispy and crunchy textures: A review. International Journal of Food Properties, 16, 949–963.
Upadhyay, R., Aktar, T., & Chen, J. (2020). Perception of creaminess in foods. Journal of Texture Studies, 51, 375–388.
Varela, P., Mosca, A. C., Nguyen, Q. C., Mcewan, J. A., & Berget, I. (2021). Individual differences underlying food intake and liking in semisolid foods. Food Quality and Preference, 87, 104023.
Vieira, J., Oliveira, F., Jr., Salvaro, D., Maffezzolli, G., De Mello, J. B., Vicente, A., & Cunha, R. (2020). Rheology and soft tribology of thickened dispersions aiming the development of oropharyngeal dysphagia-oriented products. Current Research in Food Science, 3, 19–29.
Wagner, C. E., Barbati, A. C., Engmann, J., Burbidge, A. S., & Mckinley, G. H. (2017). Quantifying the consistency and rheology of liquid foods using fractional calculus. Food Hydrocolloids, 69, 242–254.
Wang, Z., Zhou, J., Marshall, B., Rekaya, R., Ye, K., & Liu, H.-X. (2020). SARS-CoV-2 receptor ACE2 is enriched in a subpopulation of mouse tongue epithelial cells in nongustatory papillae but not in taste buds or embryonic oral epithelium. ACS Pharmacology & Translational Science, 3, 749–758.
Wang, Q., Zhu, Y., Ji, Z., & Chen, J. (2021). Lubrication and Sensory Properties of Emulsion Systems and Effects of Droplet Size Distribution. Food, 10, 3024.
Wang, X., Chen, J., & Wang, X. (2022). In situ oral lubrication and smoothness sensory perception influenced by tongue surface roughness. Journal of the Science of Food and Agriculture, 102, 132–138.
Weber, E. H., Murray, D. J., & Ross, H. E. (2018). EH Weber on the tactile senses. Psychology Press.
Wilkinson, C., Dijksterhuis, G., & Minekus, M. (2000). From food structure to texture. Trends in Food Science & Technology, 11, 442–450.
Withers, C., Gosney, M. A., & Methven, L. (2013). Perception of thickness, mouth coating and mouth drying of dairy beverages by younger and older volunteers. Journal of Sensory Studies, 28, 230–237.
Witt, T., & Stokes, J. R. (2015). Physics of food structure breakdown and bolus formation during oral processing of hard and soft solids. Current Opinion in Food Science, 3, 110–117.
Xu, H., Zhong, L., Deng, J., Peng, J., Dan, H., Zeng, X., Li, T., & Chen, Q. (2020). High expression of ACE2 receptor of 2019-nCoV on the epithelial cells of oral mucosa. International Journal of Oral Science, 12, 1–5.
Yu, L., Witt, T., Bonilla, M. R., Turner, M., Fitzgerald, M., & Stokes, J. (2019). New insights into cooked rice quality by measuring modulus, adhesion and cohesion at the level of an individual rice grain. Journal of Food Engineering, 240, 21–28.
Zahn, S., Hoppert, K., Ullrich, F., & Rohm, H. (2013). Dairy-based emulsions: Viscosity affects fat difference thresholds and sweetness perception. Food, 2, 521–533.
Zeng, F.-G. (2020). A unified theory of psychophysical laws in auditory intensity perception. Frontiers in Psychology, 11, 1459.
Zhang, Y. V., Aikin, T. J., Li, Z., & Montell, C. (2016). The basis of food texture sensation in Drosophila. Neuron, 91, 863–877.
Zhang, L., Shimada, A., Kusunoki, T., Inoue, T., Kawamoto, A., & Takahashi, K. (2022). Effect of ageing and tooth loss on sensory function of alveolar mucosa. Journal of Oral Rehabilitation, 49, 391–397.
Zhou, J., Duong, L. R., & Simoncelli, E. P. (2022). A common framework for discriminability and perceived intensity of sensory stimuli. bioRxiv.
Zhu, F., Zhong, Y., Ji, H., Ge, R., Guo, L., Song, H., Wu, H., Jiao, P., Li, S., & Wang, C. (2022). ACE2 and TMPRSS2 in human saliva can adsorb to the oral mucosal epithelium. Journal of Anatomy, 240, 398–409.
Zigler, M. (1923). An experimental study of the perception of stickiness. The American Journal of Psychology, 73–84.
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Makame, J., Nolden, A.A. (2024). Psychophysics of Texture Perception. In: Rosenthal, A., Chen, J. (eds) Food Texturology: Measurement and Perception of Food Textural Properties. Springer, Cham. https://doi.org/10.1007/978-3-031-41900-3_5
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